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Model Evaluation & Trust
A skill group in Data, AI & Analytics › Deep Learning & Generative AI: 9 skills, 9 of them carrying a SynapseScope Skill Rating, named in 879 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|---|---|---|
| Agent Evaluation and Benchmarking | Invest | 384 | $197,500 |
| LLM-as-a-Judge Evaluation | Invest | 267 | $212,500 |
| Mechanistic Interpretability | Invest | 90 | $222,500 |
| Prompt Injection Defense | Invest | 59 | $247,500 |
| Activation Steering and Representation Engineering | Monitor | 39 | $127,500 |
| ROUGE | Maintain | 34 | $152,500 |
| Hallucination Detection and Mitigation | Invest | 5 | — |
| BLEU | Migrate | 1 | — |
| LLM Guardrail Implementation | Invest | — | — |
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